Recent years brought substantial progress in research on imperfect-information games. Superhuman performance has been achieved in large-scale variants of poker. Game theoretic models with all sorts of uncertainty have been applied in security domains ranging from protecting critical infrastructure through green security (for example, protecting wildlife and fisheries) to cyber security. Computer agents able to play a previously unknown imperfect-information games only based on a formal description of its dynamics have been developed.In this AAAI-18 workshop, we aim to create a forum where researchers studying theoretical and practical aspects of imperfect-information games can meet, present their recent results and discuss their new ideas. Moreover, we want to facilitate interaction between distinct communities studying various aspect and focusing on various domains in imperfect information games.
TopicsAll topics related to theoretical or practical aspects of imperfect-information games are of interest at the workshop. This includes for example descriptions of complete agents or novel components of agents playing specific imperfect-information games, such as Poker or Bridge, imperfect-information games modelling real world problems, or general game playing agents for imperfect-information games. We welcome submissions analyzing formal representations of imperfect-information games and their consequences on speed or optimality of game playing. We are also interested in opponent modeling techniques and human behavioral aspects specific for imperfect-information games.
02月02日
2018
02月03日
2018
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